Dataset info
| Number of variables | 39 |
|---|---|
| Number of observations | 62003 |
| Missing cells | 310204 (12.8%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 18.4 MiB |
| Average record size in memory | 312.0 B |
Variables types
| Numeric | 17 |
|---|---|
| Categorical | 20 |
| Boolean | 0 |
| Date | 2 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
alc_o_municipio has a high cardinality: 498 distinct values | Warning |
alc_o_municipio has 4093 (6.6%) missing values | Missing |
anticonceptivo has 6706 (10.8%) missing values | Missing |
autoref has 45129 (72.8%) missing values | Missing |
c_num has 20278 (32.7%) missing values | Missing |
consejeria has 1956 (3.2%) missing values | Missing |
desc_derechohab has 7041 (11.4%) missing values | Missing |
desc_servicio has 4215 (6.8%) missing values | Missing |
fingreso has 1583 (2.6%) missing values | Missing |
fingreso_ano is highly skewed (γ1 = 140.7331033) | Skewed |
fingreso_ano has 1583 (2.6%) missing values | Missing |
fingreso_dia has 1583 (2.6%) missing values | Missing |
fingreso_mes has 1583 (2.6%) missing values | Missing |
fmenstrua has 6704 (10.8%) missing values | Missing |
fsexual has 4253 (6.9%) missing values | Missing |
gesta has 743 (1.2%) zeros | Zeros |
gesta has 2662 (4.3%) missing values | Missing |
h_fingreso has a high cardinality: 583 distinct values | Warning |
h_fingreso has 7537 (12.2%) missing values | Missing |
menarca has 2889 (4.7%) missing values | Missing |
motiles has 1088 (1.8%) missing values | Missing |
naborto has 49312 (79.5%) zeros | Zeros |
naborto has 4115 (6.6%) missing values | Missing |
ncesarea has 43462 (70.1%) zeros | Zeros |
ncesarea has 4099 (6.6%) missing values | Missing |
nhijos has 24772 (40.0%) zeros | Zeros |
nhijos has 3209 (5.2%) missing values | Missing |
nile has 42370 (68.3%) zeros | Zeros |
nile has 12405 (20.0%) missing values | Missing |
nivel_edu has 1284 (2.1%) missing values | Missing |
npartos has 35042 (56.5%) zeros | Zeros |
npartos has 3763 (6.1%) missing values | Missing |
ocupacion has a high cardinality: 54 distinct values | Warning |
ocupacion has 7721 (12.5%) missing values | Missing |
p_consent has 44147 (71.2%) missing values | Missing |
p_diasgesta has 4006 (6.5%) zeros | Zeros |
p_diasgesta has 13401 (21.6%) missing values | Missing |
panticoncep has 16804 (27.1%) missing values | Missing |
parentesco has 41840 (67.5%) missing values | Missing |
procile has 1713 (2.8%) missing values | Missing |
religion has 1820 (2.9%) missing values | Missing |
s_complica has 29235 (47.2%) missing values | Missing |
sememb has 3600 (5.8%) missing values | Missing |
alc_o_municipio
Categorical
| Distinct count | 498 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 6.6% |
| Missing (n) | 4093 |
| iztapalapa | 7776 |
|---|---|
| gustavo_a_madero | 5983 |
| venustiano_carranza | 3573 |
| Other values (494) | |
| (Missing) | 4093 |
| Value | Count | Frequency (%) | |
| iztapalapa | 7776 | 12.5% | |
| gustavo_a_madero | 5983 | 9.6% | |
| venustiano_carranza | 3573 | 5.8% | |
| ecatepec_de_morelos | 3433 | 5.5% | |
| alvaro_obregon | 2925 | 4.7% | |
| cuauhtemoc | 2878 | 4.6% | |
| nezahualcoyotl | 2692 | 4.3% | |
| azcapotzalco | 2368 | 3.8% | |
| iztacalco | 2067 | 3.3% | |
| mighel_hidalgo | 1797 | 2.9% | |
| Other values (487) | 22418 | 36.2% | |
| (Missing) | 4093 | 6.6% |
| Max length | 35 |
|---|---|
| Mean length | 11.93639017 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
ano
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2016 | |
|---|---|
| 2017 | |
| 2018 |
| Value | Count | Frequency (%) | |
| 2016 | 18084 | 29.2% | |
| 2017 | 17588 | 28.4% | |
| 2018 | 17247 | 27.8% | |
| 2019 | 9084 | 14.7% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
anticonceptivo
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 10.8% |
| Missing (n) | 6706 |
| ninguno | |
|---|---|
| condon | |
| diu | 2031 |
| Other values (17) | 5267 |
| (Missing) |
| Value | Count | Frequency (%) | |
| ninguno | 32594 | 52.6% | |
| condon | 15405 | 24.8% | |
| diu | 2031 | 3.3% | |
| barrera | 1361 | 2.2% | |
| anticoncepcion_de_emergencia | 1270 | 2.0% | |
| inyeccion | 1114 | 1.8% | |
| parche_dermico | 578 | 0.9% | |
| implante_subdermico | 374 | 0.6% | |
| pastillas_anticonceptivas | 312 | 0.5% | |
| hormonal_oral | 115 | 0.2% | |
| Other values (10) | 143 | 0.2% | |
| (Missing) | 6706 | 10.8% |
| Max length | 35 |
|---|---|
| Mean length | 6.9141977 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
autoref
Categorical
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 72.8% |
| Missing (n) | 45129 |
| autorreferida | |
|---|---|
| no | 4268 |
| autoreferida | 991 |
| Other values (30) | 728 |
| (Missing) |
| Value | Count | Frequency (%) | |
| autorreferida | 10887 | 17.6% | |
| no | 4268 | 6.9% | |
| autoreferida | 991 | 1.6% | |
| no_especificado | 670 | 1.1% | |
| cst_iii_dr_angel_de_la_garza_brito | 6 | < 0.1% | |
| cst_iii_ampliacion_hidalgo | 6 | < 0.1% | |
| cst_iii_pedregal_de_las_aguilas | 5 | < 0.1% | |
| cst_i_dif | 5 | < 0.1% | |
| cst_ii_cultura_maya | 4 | < 0.1% | |
| cst_iii_jose_castro_villagrana | 4 | < 0.1% | |
| Other values (23) | 28 | < 0.1% | |
| (Missing) | 45129 | 72.8% |
| Max length | 34 |
|---|---|
| Mean length | 4.977130139 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
c_num
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 32.7% |
| Missing (n) | 20278 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.683954464 |
|---|---|
| Minimum | 0 |
| Maximum | 26 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.6848138999 |
|---|---|
| Coef of variation | 0.406670082 |
| Kurtosis | 83.16592438 |
| Mean | 1.683954464 |
| MAD | 0.5688450831 |
| Skewness | 3.071249545 |
| Sum | 70263 |
| Variance | 0.4689700775 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 20732 | 33.4% | |
| 1 | 17179 | 27.7% | |
| 3 | 3460 | 5.6% | |
| 4 | 243 | 0.4% | |
| 0 | 70 | 0.1% | |
| 5 | 33 | 0.1% | |
| 6 | 4 | < 0.1% | |
| 23 | 2 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| (Missing) | 20278 | 32.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 70 | 0.1% | |
| 1 | 17179 | 27.7% | |
| 2 | 20732 | 33.4% | |
| 3 | 3460 | 5.6% | |
| 4 | 243 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26 | 1 | < 0.1% | |
| 23 | 2 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 5 | 33 | 0.1% |
consejeria
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 3.2% |
| Missing (n) | 1956 |
| si | |
|---|---|
| no | 623 |
| (Missing) | 1956 |
| Value | Count | Frequency (%) | |
| si | 59424 | 95.8% | |
| no | 623 | 1.0% | |
| (Missing) | 1956 | 3.2% |
| Max length | 3 |
|---|---|
| Mean length | 2.031546861 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cve_hospital
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.957179491 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.445688203 |
|---|---|
| Coef of variation | 0.6950904661 |
| Kurtosis | -0.2929666471 |
| Mean | 4.957179491 |
| MAD | 2.678915665 |
| Skewness | 0.8735922473 |
| Sum | 307360 |
| Variance | 11.87276719 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 14108 | 22.8% | |
| 5 | 12783 | 20.6% | |
| 4 | 9913 | 16.0% | |
| 1 | 7648 | 12.3% | |
| 11 | 3380 | 5.5% | |
| 12 | 2583 | 4.2% | |
| 7 | 2455 | 4.0% | |
| 10 | 2270 | 3.7% | |
| 8 | 1915 | 3.1% | |
| 13 | 1671 | 2.7% | |
| Other values (4) | 3277 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 7648 | 12.3% | |
| 2 | 14108 | 22.8% | |
| 3 | 806 | 1.3% | |
| 4 | 9913 | 16.0% | |
| 5 | 12783 | 20.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 110 | 0.2% | |
| 13 | 1671 | 2.7% | |
| 12 | 2583 | 4.2% | |
| 11 | 3380 | 5.5% | |
| 10 | 2270 | 3.7% |
desc_derechohab
Categorical
| Distinct count | 35 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 11.4% |
| Missing (n) | 7041 |
| ninguna | |
|---|---|
| gratuidad | |
| imss | 4839 |
| Other values (31) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| ninguna | 31771 | 51.2% | |
| gratuidad | 8521 | 13.7% | |
| imss | 4839 | 7.8% | |
| seguro_popular | 4623 | 7.5% | |
| n/e | 3093 | 5.0% | |
| issste | 853 | 1.4% | |
| cuota | 376 | 0.6% | |
| otro | 363 | 0.6% | |
| particular | 144 | 0.2% | |
| pago | 125 | 0.2% | |
| Other values (24) | 254 | 0.4% | |
| (Missing) | 7041 | 11.4% |
| Max length | 44 |
|---|---|
| Mean length | 6.893505153 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
desc_servicio
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.8% |
| Missing (n) | 4215 |
| ile | |
|---|---|
| gineco_obstetricia | 5576 |
| consulta_externa | 2590 |
| Other values (5) | 1862 |
| (Missing) | 4215 |
| Value | Count | Frequency (%) | |
| ile | 47760 | 77.0% | |
| gineco_obstetricia | 5576 | 9.0% | |
| consulta_externa | 2590 | 4.2% | |
| salud_reproductiva | 1590 | 2.6% | |
| enfermeria | 169 | 0.3% | |
| cirugia_ambulatoria | 91 | 0.1% | |
| tococirugia | 8 | < 0.1% | |
| administracion | 4 | < 0.1% | |
| (Missing) | 4215 | 6.8% |
| Max length | 19 |
|---|---|
| Mean length | 5.32096834 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
edad
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.69545022 |
|---|---|
| Minimum | 11 |
| Maximum | 53 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 21 |
| Median | 24 |
| Q3 | 30 |
| 95-th percentile | 38 |
| Maximum | 53 |
| Range | 42 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 6.280193269 |
|---|---|
| Coef of variation | 0.2444087656 |
| Kurtosis | 0.01528693536 |
| Mean | 25.69545022 |
| MAD | 5.063415524 |
| Skewness | 0.7023154398 |
| Sum | 1593195 |
| Variance | 39.4408275 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
Histogram with variable size bins (bins=[11. 12.5 13.5 14.5 15.5 ... 43.5 44.5 46.5 48.5 53. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 22 | 4499 | 7.3% | |
| 23 | 4497 | 7.3% | |
| 21 | 4488 | 7.2% | |
| 24 | 4196 | 6.8% | |
| 20 | 4129 | 6.7% | |
| 25 | 3868 | 6.2% | |
| 19 | 3496 | 5.6% | |
| 26 | 3434 | 5.5% | |
| 27 | 3012 | 4.9% | |
| 28 | 2760 | 4.5% | |
| Other values (33) | 23624 | 38.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 11 | 3 | < 0.1% | |
| 12 | 18 | < 0.1% | |
| 13 | 86 | 0.1% | |
| 14 | 270 | 0.4% | |
| 15 | 601 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 53 | 2 | < 0.1% | |
| 52 | 2 | < 0.1% | |
| 51 | 1 | < 0.1% | |
| 50 | 1 | < 0.1% | |
| 49 | 2 | < 0.1% |
edocivil_descripcion
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.2% |
| Missing (n) | 116 |
| soltera | |
|---|---|
| union_libre | |
| casada | 6517 |
| Other values (4) | 3233 |
| Value | Count | Frequency (%) | |
| soltera | 34423 | 55.5% | |
| union_libre | 17714 | 28.6% | |
| casada | 6517 | 10.5% | |
| divorciada | 1567 | 2.5% | |
| separada | 916 | 1.5% | |
| n/e | 570 | 0.9% | |
| viuda | 180 | 0.3% | |
| (Missing) | 116 | 0.2% |
| Max length | 11 |
|---|---|
| Mean length | 8.078205893 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
entidad
Categorical
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 20 |
| ciudad_de_mexico | |
|---|---|
| estado_de_mexico | |
| hidalgo | 467 |
| Other values (29) | 2634 |
| Value | Count | Frequency (%) | |
| ciudad_de_mexico | 39349 | 63.5% | |
| estado_de_mexico | 19533 | 31.5% | |
| hidalgo | 467 | 0.8% | |
| puebla | 464 | 0.7% | |
| morelos | 303 | 0.5% | |
| jalisco | 237 | 0.4% | |
| queretaro | 235 | 0.4% | |
| veracruz | 205 | 0.3% | |
| michoacan | 163 | 0.3% | |
| guanajuato | 151 | 0.2% | |
| Other values (22) | 876 | 1.4% |
| Max length | 19 |
|---|---|
| Mean length | 15.59211651 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
fingreso
Date
| Distinct count | 934 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 2.6% |
| Missing (n) | 1583 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Minimum | 2015-11-25 00:00:00 |
|---|---|
| Maximum | 2048-04-30 00:00:00 |
Histogram of 'fingreso' (bins=N)
fingreso_ano
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.6% |
| Missing (n) | 1583 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.36138696 |
|---|---|
| Minimum | 15 |
| Maximum | 2019 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 16 |
| Median | 17 |
| Q3 | 18 |
| 95-th percentile | 19 |
| Maximum | 2019 |
| Range | 2004 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 14.13700751 |
|---|---|
| Coef of variation | 0.8142786946 |
| Kurtosis | 19914.55025 |
| Mean | 17.36138696 |
| MAD | 1.023148832 |
| Skewness | 140.7331033 |
| Sum | 1048975 |
| Variance | 199.8549813 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 16 | 18034 | 29.1% | |
| 17 | 17587 | 28.4% | |
| 18 | 15752 | 25.4% | |
| 19 | 9041 | 14.6% | |
| 15 | 1 | < 0.1% | |
| 2019 | 1 | < 0.1% | |
| 2018 | 1 | < 0.1% | |
| 2017 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| (Missing) | 1583 | 2.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | < 0.1% | |
| 16 | 18034 | 29.1% | |
| 17 | 17587 | 28.4% | |
| 18 | 15752 | 25.4% | |
| 19 | 9041 | 14.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2019 | 1 | < 0.1% | |
| 2018 | 1 | < 0.1% | |
| 2017 | 1 | < 0.1% | |
| 48 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% |
fingreso_dia
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 2.6% |
| Missing (n) | 1583 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.70054618 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| Median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 8.630871775 |
|---|---|
| Coef of variation | 0.549717932 |
| Kurtosis | -1.167901038 |
| Mean | 15.70054618 |
| MAD | 7.457003072 |
| Skewness | 0.03753778237 |
| Sum | 948627 |
| Variance | 74.4919476 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 11 | 2233 | 3.6% | |
| 12 | 2209 | 3.6% | |
| 8 | 2179 | 3.5% | |
| 13 | 2171 | 3.5% | |
| 7 | 2147 | 3.5% | |
| 22 | 2132 | 3.4% | |
| 15 | 2093 | 3.4% | |
| 26 | 2087 | 3.4% | |
| 28 | 2085 | 3.4% | |
| 14 | 2070 | 3.3% | |
| Other values (21) | 39014 | 62.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1612 | 2.6% | |
| 2 | 1744 | 2.8% | |
| 3 | 1859 | 3.0% | |
| 4 | 2043 | 3.3% | |
| 5 | 1915 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 1187 | 1.9% | |
| 30 | 1509 | 2.4% | |
| 29 | 1762 | 2.8% | |
| 28 | 2085 | 3.4% | |
| 27 | 1888 | 3.0% |
fingreso_mes
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.6% |
| Missing (n) | 1583 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.922343595 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 3.340216643 |
|---|---|
| Coef of variation | 0.5640025084 |
| Kurtosis | -1.099830214 |
| Mean | 5.922343595 |
| MAD | 2.84827749 |
| Skewness | 0.2005137646 |
| Sum | 357828 |
| Variance | 11.15704722 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 6202 | 10.0% | |
| 5 | 6007 | 9.7% | |
| 3 | 5930 | 9.6% | |
| 6 | 5670 | 9.1% | |
| 2 | 5631 | 9.1% | |
| 4 | 5494 | 8.9% | |
| 7 | 5297 | 8.5% | |
| 10 | 4527 | 7.3% | |
| 8 | 4483 | 7.2% | |
| 9 | 3976 | 6.4% | |
| Other values (2) | 7203 | 11.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 6202 | 10.0% | |
| 2 | 5631 | 9.1% | |
| 3 | 5930 | 9.6% | |
| 4 | 5494 | 8.9% | |
| 5 | 6007 | 9.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 3313 | 5.3% | |
| 11 | 3890 | 6.3% | |
| 10 | 4527 | 7.3% | |
| 9 | 3976 | 6.4% | |
| 8 | 4483 | 7.2% |
fmenstrua
Date
| Distinct count | 1509 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 10.8% |
| Missing (n) | 6704 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Minimum | 1989-01-25 00:00:00 |
|---|---|
| Maximum | 2046-02-04 00:00:00 |
Histogram of 'fmenstrua' (bins=N)
fsexual
Numeric
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 6.9% |
| Missing (n) | 4253 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.97863203 |
|---|---|
| Minimum | 0 |
| Maximum | 54 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 15 |
| Median | 17 |
| Q3 | 18 |
| 95-th percentile | 21 |
| Maximum | 54 |
| Range | 54 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.460949341 |
|---|---|
| Coef of variation | 0.1449439116 |
| Kurtosis | 8.606257442 |
| Mean | 16.97863203 |
| MAD | 1.733420408 |
| Skewness | 0.659387999 |
| Sum | 980516 |
| Variance | 6.056271657 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 18 | 10811 | 17.4% | |
| 17 | 10531 | 17.0% | |
| 16 | 10112 | 16.3% | |
| 15 | 9925 | 16.0% | |
| 19 | 4475 | 7.2% | |
| 14 | 3712 | 6.0% | |
| 20 | 2579 | 4.2% | |
| 21 | 1373 | 2.2% | |
| 13 | 1224 | 2.0% | |
| 22 | 917 | 1.5% | |
| Other values (34) | 2091 | 3.4% | |
| (Missing) | 4253 | 6.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 61 | 0.1% | |
| 1 | 22 | < 0.1% | |
| 2 | 15 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 4 | 4 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 54 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% |
gesta
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 4.3% |
| Missing (n) | 2662 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.344921724 |
|---|---|
| Minimum | 0 |
| Maximum | 47 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.455346721 |
|---|---|
| Coef of variation | 0.6206376554 |
| Kurtosis | 54.67733886 |
| Mean | 2.344921724 |
| MAD | 1.120065149 |
| Skewness | 3.265542533 |
| Sum | 139150 |
| Variance | 2.118034078 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 19378 | 31.3% | |
| 2 | 15739 | 25.4% | |
| 3 | 12507 | 20.2% | |
| 4 | 6757 | 10.9% | |
| 5 | 2801 | 4.5% | |
| 6 | 929 | 1.5% | |
| 0 | 743 | 1.2% | |
| 7 | 294 | 0.5% | |
| 8 | 98 | 0.2% | |
| 9 | 38 | 0.1% | |
| Other values (16) | 57 | 0.1% | |
| (Missing) | 2662 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 743 | 1.2% | |
| 1 | 19378 | 31.3% | |
| 2 | 15739 | 25.4% | |
| 3 | 12507 | 20.2% | |
| 4 | 6757 | 10.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 47 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 41 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 32 | 2 | < 0.1% |
h_fingreso
Categorical
| Distinct count | 583 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 12.2% |
| Missing (n) | 7537 |
| ne | |
|---|---|
| 16/01/19 | 27 |
| 22/08/18 | 26 |
| Other values (579) | 5273 |
| (Missing) | 7537 |
| Value | Count | Frequency (%) | |
| ne | 49140 | 79.3% | |
| 16/01/19 | 27 | < 0.1% | |
| 22/08/18 | 26 | < 0.1% | |
| 01/10/18 | 26 | < 0.1% | |
| 15/05/19 | 25 | < 0.1% | |
| 11/02/19 | 23 | < 0.1% | |
| 09/11/18 | 22 | < 0.1% | |
| 24/08/18 | 22 | < 0.1% | |
| 11/09/18 | 21 | < 0.1% | |
| 13/07/16 | 21 | < 0.1% | |
| Other values (572) | 5113 | 8.2% | |
| (Missing) | 7537 | 12.2% |
| Max length | 8 |
|---|---|
| Mean length | 2.63613051 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
menarca
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 4.7% |
| Missing (n) | 2889 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.64001759 |
|---|---|
| Minimum | 1 |
| Maximum | 30 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 12 |
| Median | 12 |
| Q3 | 14 |
| 95-th percentile | 16 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.753794962 |
|---|---|
| Coef of variation | 0.1387494083 |
| Kurtosis | 1.514471429 |
| Mean | 12.64001759 |
| MAD | 1.387420419 |
| Skewness | 0.2339846694 |
| Sum | 747202 |
| Variance | 3.075796769 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 12 | 17161 | 27.7% | |
| 13 | 10912 | 17.6% | |
| 11 | 9022 | 14.6% | |
| 14 | 8114 | 13.1% | |
| 15 | 6120 | 9.9% | |
| 10 | 2827 | 4.6% | |
| 16 | 1935 | 3.1% | |
| 9 | 1679 | 2.7% | |
| 17 | 634 | 1.0% | |
| 18 | 309 | 0.5% | |
| Other values (17) | 401 | 0.6% | |
| (Missing) | 2889 | 4.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 14 | < 0.1% | |
| 2 | 7 | < 0.1% | |
| 3 | 7 | < 0.1% | |
| 4 | 2 | < 0.1% | |
| 5 | 6 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | < 0.1% | |
| 29 | 2 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% |
mes
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| enero | 6201 |
|---|---|
| mayo | 6100 |
| marzo | 5970 |
| Other values (9) |
| Value | Count | Frequency (%) | |
| enero | 6201 | 10.0% | |
| mayo | 6100 | 9.8% | |
| marzo | 5970 | 9.6% | |
| junio | 5736 | 9.3% | |
| febrero | 5631 | 9.1% | |
| abril | 5569 | 9.0% | |
| julio | 5568 | 9.0% | |
| octubre | 4775 | 7.7% | |
| agosto | 4724 | 7.6% | |
| septiembre | 4202 | 6.8% | |
| Other values (2) | 7527 | 12.1% |
| Max length | 10 |
|---|---|
| Mean length | 6.137912682 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
motiles
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 1.8% |
| Missing (n) | 1088 |
| interrupcion_voluntaria | |
|---|---|
| no_lo_desea_en_este_momento | 171 |
| falta_de_recursos_economicos | 91 |
| Other values (10) | 239 |
| (Missing) | 1088 |
| Value | Count | Frequency (%) | |
| interrupcion_voluntaria | 60414 | 97.4% | |
| no_lo_desea_en_este_momento | 171 | 0.3% | |
| falta_de_recursos_economicos | 91 | 0.1% | |
| no_especificado | 78 | 0.1% | |
| ya_tiene_muchos_hijos | 43 | 0.1% | |
| no_quiere_interrumpir_sus_estudios/trabajo | 31 | < 0.1% | |
| motivos_de_salud | 22 | < 0.1% | |
| otro | 19 | < 0.1% | |
| violacion | 16 | < 0.1% | |
| problemas_con_la_pareja | 13 | < 0.1% | |
| Other values (3) | 17 | < 0.1% | |
| (Missing) | 1088 | 1.8% |
| Max length | 42 |
|---|---|
| Mean length | 22.65450059 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
naborto
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.6% |
| Missing (n) | 4115 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1763059701 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 79.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4712367167 |
|---|---|
| Coef of variation | 2.672834711 |
| Kurtosis | 27.66690547 |
| Mean | 0.1763059701 |
| MAD | 0.3003731343 |
| Skewness | 3.807552873 |
| Sum | 10206 |
| Variance | 0.2220640432 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 49312 | 79.5% | |
| 1 | 7299 | 11.8% | |
| 2 | 1038 | 1.7% | |
| 3 | 182 | 0.3% | |
| 4 | 31 | < 0.1% | |
| 5 | 13 | < 0.1% | |
| 6 | 6 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 10 | 3 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| (Missing) | 4115 | 6.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 49312 | 79.5% | |
| 1 | 7299 | 11.8% | |
| 2 | 1038 | 1.7% | |
| 3 | 182 | 0.3% | |
| 4 | 31 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 3 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 6 | 6 | < 0.1% | |
| 5 | 13 | < 0.1% |
ncesarea
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.6% |
| Missing (n) | 4099 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3149350649 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 70.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.6003706803 |
|---|---|
| Coef of variation | 1.906331645 |
| Kurtosis | 3.676416831 |
| Mean | 0.3149350649 |
| MAD | 0.4727724438 |
| Skewness | 1.952495421 |
| Sum | 18236 |
| Variance | 0.3604449537 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 43462 | 70.1% | |
| 1 | 11013 | 17.8% | |
| 2 | 3086 | 5.0% | |
| 3 | 326 | 0.5% | |
| 4 | 14 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| (Missing) | 4099 | 6.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 43462 | 70.1% | |
| 1 | 11013 | 17.8% | |
| 2 | 3086 | 5.0% | |
| 3 | 326 | 0.5% | |
| 4 | 14 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 14 | < 0.1% | |
| 3 | 326 | 0.5% | |
| 2 | 3086 | 5.0% |
nhijos
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 5.2% |
| Missing (n) | 3209 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.033966051 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 40.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.141757619 |
|---|---|
| Coef of variation | 1.104250587 |
| Kurtosis | 1.829961095 |
| Mean | 1.033966051 |
| MAD | 0.8897788844 |
| Skewness | 1.185588964 |
| Sum | 60791 |
| Variance | 1.30361046 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 24772 | 40.0% | |
| 1 | 15999 | 25.8% | |
| 2 | 11896 | 19.2% | |
| 3 | 4307 | 6.9% | |
| 4 | 1302 | 2.1% | |
| 5 | 333 | 0.5% | |
| 6 | 123 | 0.2% | |
| 7 | 37 | 0.1% | |
| 8 | 17 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| (Missing) | 3209 | 5.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 24772 | 40.0% | |
| 1 | 15999 | 25.8% | |
| 2 | 11896 | 19.2% | |
| 3 | 4307 | 6.9% | |
| 4 | 1302 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| 8 | 17 | < 0.1% | |
| 7 | 37 | 0.1% | |
| 6 | 123 | 0.2% |
nile
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 20.0% |
| Missing (n) | 12405 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1736158716 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 68.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4626936383 |
|---|---|
| Coef of variation | 2.66504228 |
| Kurtosis | 18.27084732 |
| Mean | 0.1736158716 |
| MAD | 0.296629077 |
| Skewness | 3.400401885 |
| Sum | 8611 |
| Variance | 0.2140854029 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 42370 | 68.3% | |
| 1 | 6105 | 9.8% | |
| 2 | 927 | 1.5% | |
| 3 | 153 | 0.2% | |
| 4 | 33 | 0.1% | |
| 5 | 5 | < 0.1% | |
| 6 | 3 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| (Missing) | 12405 | 20.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 42370 | 68.3% | |
| 1 | 6105 | 9.8% | |
| 2 | 927 | 1.5% | |
| 3 | 153 | 0.2% | |
| 4 | 33 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 2 | < 0.1% | |
| 6 | 3 | < 0.1% | |
| 5 | 5 | < 0.1% | |
| 4 | 33 | 0.1% | |
| 3 | 153 | 0.2% |
nivel_edu
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.1% |
| Missing (n) | 1284 |
| preparatoria_completa | |
|---|---|
| secundaria_completa | |
| licenciatura_completa | |
| Other values (14) |
| Value | Count | Frequency (%) | |
| preparatoria_completa | 27078 | 43.7% | |
| secundaria_completa | 17734 | 28.6% | |
| licenciatura_completa | 10025 | 16.2% | |
| primaria_completa | 2853 | 4.6% | |
| preparatoria_incompleta | 1065 | 1.7% | |
| ninguno | 554 | 0.9% | |
| licenciatura_incompleta | 382 | 0.6% | |
| no_especifica | 342 | 0.6% | |
| secundaria_incompleta | 208 | 0.3% | |
| maestria | 183 | 0.3% | |
| Other values (7) | 295 | 0.5% | |
| (Missing) | 1284 | 2.1% |
| Max length | 23 |
|---|---|
| Mean length | 19.65682306 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
npartos
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 6.1% |
| Missing (n) | 3763 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7116243132 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 56.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.066237505 |
|---|---|
| Coef of variation | 1.498315172 |
| Kurtosis | 3.005571307 |
| Mean | 0.7116243132 |
| MAD | 0.8563440653 |
| Skewness | 1.661747212 |
| Sum | 41445 |
| Variance | 1.136862418 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 35042 | 56.5% | |
| 1 | 11231 | 18.1% | |
| 2 | 7550 | 12.2% | |
| 3 | 3071 | 5.0% | |
| 4 | 978 | 1.6% | |
| 5 | 263 | 0.4% | |
| 6 | 77 | 0.1% | |
| 7 | 18 | < 0.1% | |
| 8 | 8 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| (Missing) | 3763 | 6.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 35042 | 56.5% | |
| 1 | 11231 | 18.1% | |
| 2 | 7550 | 12.2% | |
| 3 | 3071 | 5.0% | |
| 4 | 978 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 8 | 8 | < 0.1% | |
| 7 | 18 | < 0.1% | |
| 6 | 77 | 0.1% |
ocupacion
Categorical
| Distinct count | 54 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.5% |
| Missing (n) | 7721 |
| estudiante | |
|---|---|
| empleada | |
| ama_de_casa | |
| Other values (50) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| estudiante | 15689 | 25.3% | |
| empleada | 11165 | 18.0% | |
| ama_de_casa | 10235 | 16.5% | |
| trabajadora_del_sector_publico | 5791 | 9.3% | |
| comerciante | 3719 | 6.0% | |
| mesera | 3340 | 5.4% | |
| desempleada | 3241 | 5.2% | |
| estilista | 141 | 0.2% | |
| profesora_o_educadora | 129 | 0.2% | |
| trabajadora_del_hogar | 107 | 0.2% | |
| Other values (43) | 725 | 1.2% | |
| (Missing) | 7721 | 12.5% |
| Max length | 31 |
|---|---|
| Mean length | 10.7376256 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
p_consent
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 71.2% |
| Missing (n) | 44147 |
| si | |
|---|---|
| no | 22 |
| (Missing) |
| Value | Count | Frequency (%) | |
| si | 17834 | 28.8% | |
| no | 22 | < 0.1% | |
| (Missing) | 44147 | 71.2% |
| Max length | 3 |
|---|---|
| Mean length | 2.712013935 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
p_diasgesta
Numeric
| Distinct count | 83 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 21.6% |
| Missing (n) | 13401 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.179334184 |
|---|---|
| Minimum | 0 |
| Maximum | 94 |
| Zeros (%) | 6.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 10.42751405 |
|---|---|
| Coef of variation | 2.01329238 |
| Kurtosis | 26.49140842 |
| Mean | 5.179334184 |
| MAD | 4.106296777 |
| Skewness | 5.042576696 |
| Sum | 251726 |
| Variance | 108.7330492 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 3 | 7755 | 12.5% | |
| 1 | 7258 | 11.7% | |
| 4 | 7098 | 11.4% | |
| 2 | 6984 | 11.3% | |
| 5 | 6853 | 11.1% | |
| 6 | 6596 | 10.6% | |
| 0 | 4006 | 6.5% | |
| 35 | 123 | 0.2% | |
| 47 | 69 | 0.1% | |
| 46 | 68 | 0.1% | |
| Other values (72) | 1792 | 2.9% | |
| (Missing) | 13401 | 21.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4006 | 6.5% | |
| 1 | 7258 | 11.7% | |
| 2 | 6984 | 11.3% | |
| 3 | 7755 | 12.5% | |
| 4 | 7098 | 11.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 94 | 2 | < 0.1% | |
| 90 | 8 | < 0.1% | |
| 89 | 6 | < 0.1% | |
| 88 | 6 | < 0.1% | |
| 87 | 5 | < 0.1% |
p_semgest
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 29 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.842514603 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.178380083 |
|---|---|
| Coef of variation | 0.3183595811 |
| Kurtosis | 0.2459857644 |
| Mean | 6.842514603 |
| MAD | 1.704791049 |
| Skewness | -0.05813988585 |
| Sum | 424058 |
| Variance | 4.745339785 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 7 | 13031 | 21.0% | |
| 6 | 9646 | 15.6% | |
| 8 | 8855 | 14.3% | |
| 5 | 8735 | 14.1% | |
| 4 | 6412 | 10.3% | |
| 9 | 6198 | 10.0% | |
| 10 | 3632 | 5.9% | |
| 11 | 2542 | 4.1% | |
| 12 | 992 | 1.6% | |
| 0 | 501 | 0.8% | |
| Other values (3) | 1430 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 501 | 0.8% | |
| 1 | 493 | 0.8% | |
| 2 | 470 | 0.8% | |
| 3 | 467 | 0.8% | |
| 4 | 6412 | 10.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 992 | 1.6% | |
| 11 | 2542 | 4.1% | |
| 10 | 3632 | 5.9% | |
| 9 | 6198 | 10.0% | |
| 8 | 8855 | 14.3% |
panticoncep
Categorical
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 27.1% |
| Missing (n) | 16804 |
| implante_subdermico | |
|---|---|
| diu_medicado | |
| ne | |
| Other values (41) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| implante_subdermico | 13982 | 22.6% | |
| diu_medicado | 5914 | 9.5% | |
| ne | 5549 | 8.9% | |
| condon_+_implante_subdermico | 4599 | 7.4% | |
| ninguno | 4348 | 7.0% | |
| condon | 3094 | 5.0% | |
| diu_t_de_cobre | 1383 | 2.2% | |
| diu | 1103 | 1.8% | |
| parche | 1081 | 1.7% | |
| hormonal_inyectable | 738 | 1.2% | |
| Other values (34) | 3408 | 5.5% | |
| (Missing) | 16804 | 27.1% |
| Max length | 69 |
|---|---|
| Mean length | 11.21998936 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | True |
parentesco
Categorical
| Distinct count | 41 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 67.5% |
| Missing (n) | 41840 |
| madre | 4463 |
|---|---|
| pareja | 3287 |
| esposo | 2783 |
| Other values (37) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| madre | 4463 | 7.2% | |
| pareja | 3287 | 5.3% | |
| esposo | 2783 | 4.5% | |
| amiga | 1678 | 2.7% | |
| hermana | 1326 | 2.1% | |
| novio | 1289 | 2.1% | |
| amigo | 837 | 1.3% | |
| concubino | 808 | 1.3% | |
| otro_u_otra | 673 | 1.1% | |
| prima | 495 | 0.8% | |
| Other values (30) | 2524 | 4.1% | |
| (Missing) | 41840 | 67.5% |
| Max length | 25 |
|---|---|
| Mean length | 3.954502202 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
procile
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.8% |
| Missing (n) | 1713 |
| mifepristona_200_mg_+_misoprostol_800_mcg | |
|---|---|
| mifepristona_+_misoprostol | |
| misoprostol | |
| Other values (17) |
| Value | Count | Frequency (%) | |
| mifepristona_200_mg_+_misoprostol_800_mcg | 29075 | 46.9% | |
| mifepristona_+_misoprostol | 13097 | 21.1% | |
| misoprostol | 8716 | 14.1% | |
| aeeu | 4629 | 7.5% | |
| ameu | 2170 | 3.5% | |
| medicamento | 1044 | 1.7% | |
| ameu_+_misoprostol | 533 | 0.9% | |
| aeeu_+_misoprostol | 323 | 0.5% | |
| mifepristona | 266 | 0.4% | |
| aeeu_+_400_mcg_misoprostol | 251 | 0.4% | |
| Other values (10) | 186 | 0.3% | |
| (Missing) | 1713 | 2.8% |
| Max length | 63 |
|---|---|
| Mean length | 27.4778801 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
religion
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 2.9% |
| Missing (n) | 1820 |
| catolica | |
|---|---|
| ninguna | |
| creyente | 1436 |
| Other values (10) | 937 |
| (Missing) | 1820 |
| Value | Count | Frequency (%) | |
| catolica | 40295 | 65.0% | |
| ninguna | 17515 | 28.2% | |
| creyente | 1436 | 2.3% | |
| cristiana | 649 | 1.0% | |
| otra | 86 | 0.1% | |
| mormon | 80 | 0.1% | |
| budista | 50 | 0.1% | |
| testigos_de_jeohva | 33 | 0.1% | |
| evangelica | 26 | < 0.1% | |
| agnostica | 6 | < 0.1% | |
| Other values (3) | 7 | < 0.1% | |
| (Missing) | 1820 | 2.9% |
| Max length | 26 |
|---|---|
| Mean length | 7.579649372 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
s_complica
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 47.2% |
| Missing (n) | 29235 |
| no | |
|---|---|
| si | 2943 |
| (Missing) |
| Value | Count | Frequency (%) | |
| no | 29825 | 48.1% | |
| si | 2943 | 4.7% | |
| (Missing) | 29235 | 47.2% |
| Max length | 3 |
|---|---|
| Mean length | 2.471509443 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
sememb
Numeric
| Distinct count | 141 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 5.8% |
| Missing (n) | 3600 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.439771091 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.368693905 |
|---|---|
| Coef of variation | 0.3183826325 |
| Kurtosis | 19.2264947 |
| Mean | 7.439771091 |
| MAD | 1.735396945 |
| Skewness | 1.577470512 |
| Sum | 434504.951 |
| Variance | 5.610710814 |
| Memory size | 484.5 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 7 | 10507 | 16.9% | |
| 6 | 10106 | 16.3% | |
| 8 | 8205 | 13.2% | |
| 9 | 6017 | 9.7% | |
| 5 | 5670 | 9.1% | |
| 10 | 4080 | 6.6% | |
| 11 | 2559 | 4.1% | |
| 4 | 1692 | 2.7% | |
| 12 | 1154 | 1.9% | |
| 0 | 597 | 1.0% | |
| Other values (130) | 7816 | 12.6% | |
| (Missing) | 3600 | 5.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 597 | 1.0% | |
| 1 | 162 | 0.3% | |
| 2 | 208 | 0.3% | |
| 2.2 | 1 | < 0.1% | |
| 2.5 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 50 | 1 | < 0.1% | |
| 49 | 4 | < 0.1% | |
| 44.5 | 1 | < 0.1% | |
| 44 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% |
First rows
| alc_o_municipio | ano | anticonceptivo | autoref | c_num | consejeria | cve_hospital | desc_derechohab | desc_servicio | edad | edocivil_descripcion | entidad | fingreso | fingreso_ano | fingreso_dia | fingreso_mes | fmenstrua | fsexual | gesta | h_fingreso | menarca | mes | motiles | naborto | ncesarea | nhijos | nile | nivel_edu | npartos | ocupacion | p_consent | p_diasgesta | p_semgest | panticoncep | parentesco | procile | religion | s_complica | sememb | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | 2016 | anticoncepcion_de_emergencia | autorreferida | 2.0 | si | 10 | ninguna | salud_reproductiva | 34 | soltera | estado_de_mexico | 2016-12-01 | 16.0 | 12.0 | 1.0 | 2015-11-16 | 17.0 | 3.0 | ne | 11.0 | enero | interrupcion_voluntaria | 0.0 | 1.0 | 1.0 | 1.0 | primaria_completa | 0.0 | desempleada | si | NaN | 0.0 | NaN | amiga | misoprostol | ninguna | si | 7.0 |
| 1 | iztapalapa | 2016 | condon | no | NaN | si | 1 | ninguna | ile | 27 | union_libre | ciudad_de_mexico | 2016-04-25 | 16.0 | 25.0 | 4.0 | 2016-02-25 | 18.0 | 3.0 | 25/04/16 | 11.0 | abril | interrupcion_voluntaria | 0.0 | 1.0 | 1.0 | 0.0 | licenciatura_completa | 1.0 | mesera | si | 2.0 | 11.0 | condon | pareja | aspiracion | ninguna | no | 8.4 |
| 2 | nezahualcoyotl | 2018 | diu | NaN | 2.0 | si | 4 | ninguna | ile | 29 | soltera | estado_de_mexico | 2018-11-07 | 18.0 | 11.0 | 7.0 | 2018-05-18 | 15.0 | 4.0 | ne | 11.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 3.0 | 0.0 | secundaria_completa | 3.0 | trabajadora_del_sector_publico | NaN | 6.0 | 7.0 | anticonceptivo_oral | NaN | mifepristona_200_mg_+_misoprostol_800_mcg | ninguna | NaN | 7.0 |
| 3 | coacalco | 2016 | ninguno | autorreferida | 2.0 | si | 10 | ninguna | salud_reproductiva | 33 | casada | estado_de_mexico | 2016-07-01 | 16.0 | 7.0 | 1.0 | 2015-11-16 | 17.0 | 4.0 | ne | 15.0 | enero | interrupcion_voluntaria | 1.0 | 0.0 | 2.0 | 0.0 | preparatoria_completa | 2.0 | ama_de_casa | si | NaN | 4.0 | NaN | conyuge | misoprostol | catolica | si | 7.4 |
| 4 | alvaro_obregon | 2018 | condon | no | 2.0 | si | 7 | n/e | gineco_obstetricia | 23 | union_libre | ciudad_de_mexico | NaT | NaN | NaN | NaN | NaT | 16.0 | 2.0 | 24/08/18 | 12.0 | agosto | interrupcion_voluntaria | 0.0 | 0.0 | 1.0 | 0.0 | preparatoria_completa | 1.0 | NaN | NaN | 3.0 | 7.0 | implante_subdermico | NaN | misoprostol | catolica | NaN | NaN |
| 5 | gustavo_a_madero | 2016 | NaN | autorreferida | 1.0 | si | 9 | gratuidad | ile | 20 | union_libre | ciudad_de_mexico | 2016-01-18 | 16.0 | 18.0 | 1.0 | 2015-11-26 | 16.0 | 2.0 | ne | 11.0 | enero | interrupcion_voluntaria | 0.0 | 0.0 | 1.0 | 0.0 | preparatoria_completa | 1.0 | ama_de_casa | si | NaN | 6.0 | NaN | madre | misoprostol | catolica | NaN | 6.6 |
| 6 | gustavo_a_madero | 2016 | NaN | autorreferida | 1.0 | si | 9 | gratuidad | ile | 42 | union_libre | ciudad_de_mexico | 2016-01-27 | 16.0 | 27.0 | 1.0 | 2015-08-12 | 19.0 | 5.0 | ne | 14.0 | enero | interrupcion_voluntaria | 0.0 | 0.0 | 4.0 | 0.0 | primaria_completa | 4.0 | ama_de_casa | si | NaN | 0.0 | NaN | esposo | NaN | cristiana | NaN | 6.0 |
| 7 | alvaro_obregon | 2016 | condon | no | 2.0 | si | 7 | ninguna | NaN | 28 | union_libre | ciudad_de_mexico | 2016-01-13 | 16.0 | 13.0 | 1.0 | 2015-11-30 | 15.0 | 4.0 | ne | 12.0 | enero | interrupcion_voluntaria | 0.0 | 0.0 | 3.0 | 0.0 | secundaria_completa | 3.0 | ama_de_casa | si | NaN | 1.0 | NaN | esposo | misoprostol | ninguna | si | 6.0 |
| 8 | gustavo_a_madero | 2016 | ninguno | NaN | 3.0 | si | 4 | ninguna | ile | 15 | soltera | ciudad_de_mexico | 2016-04-04 | 16.0 | 4.0 | 4.0 | 2016-02-20 | 15.0 | 1.0 | ne | 12.0 | abril | interrupcion_voluntaria | 0.0 | 0.0 | 0.0 | NaN | secundaria_completa | 0.0 | estudiante | NaN | 6.0 | 6.0 | NaN | NaN | mifepristona_200_mg_+_misoprostol_800_mcg | catolica | NaN | 6.0 |
| 9 | gustavo_a_madero | 2016 | ninguno | autorreferida | 3.0 | si | 11 | imss | consulta_externa | 22 | union_libre | ciudad_de_mexico | 2016-01-29 | 16.0 | 29.0 | 1.0 | 2015-11-16 | 16.0 | 5.0 | ne | 11.0 | enero | interrupcion_voluntaria | 2.0 | 0.0 | 2.0 | 0.0 | preparatoria_completa | 2.0 | ama_de_casa | si | NaN | 0.0 | NaN | hermana | misoprostol | ninguna | si | 8.0 |
Last rows
| alc_o_municipio | ano | anticonceptivo | autoref | c_num | consejeria | cve_hospital | desc_derechohab | desc_servicio | edad | edocivil_descripcion | entidad | fingreso | fingreso_ano | fingreso_dia | fingreso_mes | fmenstrua | fsexual | gesta | h_fingreso | menarca | mes | motiles | naborto | ncesarea | nhijos | nile | nivel_edu | npartos | ocupacion | p_consent | p_diasgesta | p_semgest | panticoncep | parentesco | procile | religion | s_complica | sememb | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 61993 | ecatepec_de_morelos | 2019 | ninguno | NaN | 1.0 | si | 4 | NaN | ile | 19 | soltera | estado_de_mexico | 2019-07-31 | 19.0 | 31.0 | 7.0 | 2019-06-16 | 17.0 | 2.0 | NaN | 12.0 | julio | interrupcion_voluntaria | 1.0 | 0.0 | 0.0 | 0.0 | preparatoria_completa | 0.0 | empleada | NaN | 5.0 | 5.0 | NaN | NaN | mifepristona_200_mg_+_misoprostol_800_mcg | catolica | NaN | 6.0 |
| 61994 | chimalhuacan | 2019 | condon | NaN | 2.0 | si | 1 | issste | ile | 26 | union_libre | estado_de_mexico | 2019-01-07 | 19.0 | 1.0 | 7.0 | 2019-11-05 | 19.0 | 2.0 | NaN | 11.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 1.0 | 0.0 | licenciatura_completa | 1.0 | ama_de_casa | NaN | 1.0 | 9.0 | ninguno | NaN | misoprostol | ninguna | no | 7.0 |
| 61995 | iztapalapa | 2019 | ninguno | NaN | 2.0 | si | 1 | NaN | ile | 25 | union_libre | ciudad_de_mexico | 2019-02-07 | 19.0 | 2.0 | 7.0 | 2019-05-14 | 16.0 | 3.0 | NaN | 15.0 | julio | interrupcion_voluntaria | 0.0 | 2.0 | 2.0 | 0.0 | secundaria_completa | 0.0 | empleada | NaN | 1.0 | 6.0 | implante_subdermico | NaN | misoprostol | catolica | no | 7.0 |
| 61996 | iztapalapa | 2019 | ninguno | NaN | 2.0 | si | 1 | NaN | ile | 26 | union_libre | ciudad_de_mexico | 2019-02-07 | 19.0 | 2.0 | 7.0 | 2019-10-05 | 15.0 | 1.0 | NaN | 11.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 0.0 | 0.0 | licenciatura_completa | 0.0 | estudiante | NaN | 1.0 | 8.0 | implante_subdermico | NaN | misoprostol | ninguna | no | 7.0 |
| 61997 | chalco | 2019 | ninguno | NaN | 2.0 | si | 1 | NaN | ile | 19 | union_libre | estado_de_mexico | 2019-02-07 | 19.0 | 2.0 | 7.0 | 2019-03-05 | 15.0 | 2.0 | NaN | 12.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 0.0 | 1.0 | preparatoria_completa | 0.0 | estudiante | NaN | 3.0 | 8.0 | implante_subdermico | NaN | misoprostol | ninguna | no | 8.0 |
| 61998 | iztapalapa | 2019 | parche_dermico | NaN | 2.0 | si | 1 | NaN | ile | 22 | soltera | ciudad_de_mexico | 2019-07-24 | 19.0 | 24.0 | 7.0 | 2019-06-15 | 16.0 | 3.0 | NaN | 12.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 1.0 | 1.0 | licenciatura_completa | 1.0 | estudiante | NaN | 5.0 | 5.0 | ninguno | NaN | misoprostol | ninguna | no | 5.0 |
| 61999 | la_paz | 2019 | inyeccion | NaN | 2.0 | si | 1 | NaN | ile | 23 | soltera | estado_de_mexico | 2019-07-26 | 19.0 | 26.0 | 7.0 | 2019-05-16 | 18.0 | 2.0 | NaN | 14.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 1.0 | 0.0 | licenciatura_completa | 1.0 | empleada | NaN | 1.0 | 9.0 | implante_subdermico | NaN | misoprostol | ninguna | no | 10.0 |
| 62000 | tlalnepantla_de_baz | 2019 | condon | NaN | 2.0 | si | 1 | imss | ile | 22 | soltera | estado_de_mexico | 2019-07-26 | 19.0 | 26.0 | 7.0 | 2019-05-31 | 14.0 | 1.0 | NaN | 12.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 0.0 | 0.0 | preparatoria_completa | 0.0 | empleada | NaN | NaN | 8.0 | implante_subdermico | NaN | misoprostol | catolica | no | 8.0 |
| 62001 | iztapalapa | 2019 | ninguno | NaN | 2.0 | si | 1 | NaN | ile | 34 | union_libre | ciudad_de_mexico | 2019-07-26 | 19.0 | 26.0 | 7.0 | 2019-05-27 | 20.0 | 3.0 | NaN | 14.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 2.0 | 0.0 | secundaria_completa | 2.0 | empleada | NaN | 4.0 | 6.0 | implante_subdermico | NaN | misoprostol | catolica | no | 8.0 |
| 62002 | nezahualcoyotl | 2019 | ninguno | NaN | 2.0 | si | 1 | NaN | ile | 33 | divorciada | estado_de_mexico | 2019-07-26 | 19.0 | 26.0 | 7.0 | 2019-05-22 | 16.0 | 5.0 | NaN | 12.0 | julio | interrupcion_voluntaria | 0.0 | 0.0 | 4.0 | 0.0 | preparatoria_completa | 4.0 | ama_de_casa | NaN | NaN | 6.0 | diu_medicado | NaN | misoprostol | ninguna | no | 9.0 |